Patents by Inventor Cesar Marco Rubio

Cesar Marco Rubio has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20240171452
    Abstract: A computer-implemented method for analyzing issues in a cellular network is provided. The cellular network includes a plurality of cells, including source cells and neighbor cells. The method includes building a network graph representing features of the cells. The method includes identifying, using the network graph, sub-graphs for each source cell indicating a network issue. The method includes, for each network issue of the source cell for each sub-graph, ranking each feature. The method includes, for each source cell, training, using a feature set identified, a first machine learning (ML) model. The method includes training a second ML model, using patterns identified by each cluster, to classify an unidentified pattern of one or more neighbor cells contribution to the source cell network issue and identify root cause information for the issue.
    Type: Application
    Filed: March 2, 2022
    Publication date: May 23, 2024
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Michal Horemuz, Jared Keown, Rahul Jain, Cesar Marco Rubio, Kin Soon Douglas Ho, Philipp FRANK